Olsthoorn Theo N
Delft University of Technology, Faculty of Civil Engineering and Earth Sciences, Water Resources Section, Stevinweg 1, 2628CN Delft, The Netherlands.
Ground Water. 2008 Jan-Feb;46(1):13-22. doi: 10.1111/j.1745-6584.2007.00342.x.
Convolution is a form of superposition that efficiently deals with input varying arbitrarily in time or space. It works whenever superposition is applicable, that is, for linear systems. Even though convolution is well-known since the 19th century, this valuable method is still missing in most textbooks on ground water hydrology. This limits widespread application in this field. Perhaps most papers are too complex mathematically as they tend to focus on the derivation of analytical expressions rather than solving practical problems. However, convolution is straightforward with standard mathematical software or even a spreadsheet, as is demonstrated in the paper. The necessary system responses are not limited to analytic solutions; they may also be obtained by running an already existing ground water model for a single stress period until equilibrium is reached. With these responses, high-resolution time series of head or discharge may then be computed by convolution for arbitrary points and arbitrarily varying input, without further use of the model. There are probably thousands of applications in the field of ground water hydrology that may benefit from convolution. Therefore, its inclusion in ground water textbooks and courses is strongly needed.
卷积是一种叠加形式,能有效处理在时间或空间上任意变化的输入。只要叠加适用,即对于线性系统,卷积就起作用。尽管卷积自19世纪就已为人所知,但在大多数地下水文学教科书中仍未提及这种有价值的方法。这限制了它在该领域的广泛应用。也许大多数论文在数学上过于复杂,因为它们倾向于专注于解析表达式的推导,而不是解决实际问题。然而,如本文所示,使用标准数学软件甚至电子表格进行卷积运算很简单。所需的系统响应不限于解析解;也可以通过运行现有的地下水模型一个应力期直至达到平衡来获得。有了这些响应,就可以通过卷积为任意点和任意变化的输入计算水头或流量的高分辨率时间序列,而无需进一步使用该模型。在地下水文学领域可能有成千上万的应用可以从卷积中受益。因此,强烈需要将其纳入地下水教科书和课程中。